https://github.com/ebenmichael/augsynth

Augmented Synthetic Control Method
https://github.com/ebenmichael/augsynth

Last synced: 3 months ago
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Augmented Synthetic Control Method

• Host: GitHub
• URL: https://github.com/ebenmichael/augsynth
• Owner: ebenmichael
• License: mit
• Created: 2018-11-01T17:45:11.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2024-09-09T14:31:50.000Z (5 months ago)
• Last Synced: 2024-09-09T17:15:40.059Z (5 months ago)
• Language: R
• Homepage:
• Size: 6.13 MB
• Stars: 143
• Watchers: 10
• Forks: 52
• Open Issues: 22
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# augsynth: Augmented Synthetic Control Method

[![Build Status](https://travis-ci.org/ebenmichael/augsynth.svg?branch=master)](https://travis-ci.org/ebenmichael/augsynth) [![Project Status: Active  The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active)[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)

## Overview

This package implements the Augmented Synthetic Control Method (ASCM).

For a more detailed description of the main functionality check out:

- [the vignette for simultaneous adoption](https://github.com/ebenmichael/augsynth/blob/master/vignettes/singlesynth-vignette.md)

- [the vignette for staggered adoption](https://github.com/ebenmichael/augsynth/blob/master/vignettes/multisynth-vignette.md)

## Installation

To install this package, first ensure that `devtools` is installed with

```

install.packages("devtools")

```

then install the package from GitHub with

```

devtools::install_github("ebenmichael/augsynth")

```

## Basic usage

To get started, use a panel dataset with an `outcome` measure, a `treatment` indicator, a `unit` indicator, a `time` variable, and an intervention time `t_int`. Then run

```

asyn <- augsynth(outcome ~ trt, unit, time, t_int, data)

```